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PROCEEDINGS OF SPIE
SPIEDigitalLibrary.org/conference-proceedings-of-spie
Front Matter: Volume 11311
, "Front Matter: Volume 11311," Proc. SPIE 11311, Sixth Geoinformation
Science Symposium, 1131101 (21 November 2019); doi: 10.1117/12.2560734
Event: Sixth Geoinformation Science Symposium, 2019, Yogyakarta,
Indonesia
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Sixth Geoinformation Science
Symposium
Sandy Budi Wibowo
Andi B. Rimba
Stuart Phinn
Ammar A. Aziz
Editors
26–27 August 2019
Yogyakarta, Indonesia
Organized by
Universitas Gadjah Mada (Indonesia)
Sponsored by
Indonesian Geographers Society
PUSPICS, Universitas Gadjah Mada (Indonesia)
Published by
SPIE
Volume 11311
Proceedings of SPIE 0277-786X, V. 11311
SPIE is an international society advancing an interdisciplinary approach to the science and application of light.
Sixth Geoinformation Science Symposium, edited by Sandy Budi Wibowo, Andi B. Rimba
Stuart Phinn, Ammar A. Aziz, Proc. of SPIE, Vol. 11311, 1131101 · © 2019 SPIE
CCC code: 0277-786X/19/$21 · doi: 10.1117/12.2560734
Proc. of SPIE Vol. 11311 1131101-1
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Terms of Use: https://www.spiedigitallibrary.org/terms-of-useThe papers in this volume were part of the technical conference cited on the cover and title page.
Papers were selected and subject to review by the editors and conference program committee.
Some conference presentations may not be available for publication. Additional papers and
presentation recordings may be available online in the SPIE Digital Library at SPIEDigitalLibrary.org.
The papers reflect the work and thoughts of the authors and are published herein as submitted. The
publisher is not responsible for the validity of the information or for any outcomes resulting from
reliance thereon.
Please use the following format to cite material from these proceedings:
Author(s), "Title of Paper," in Sixth Geoinformation Science Symposium, edited by Sandy Budi
Wibowo, Andi B. Rimba, Stuart Phinn, Ammar A. Aziz, Proceedings of SPIE Vol. 11311 (SPIE,
Bellingham, WA, 2019) Seven-digit Article CID Number.
ISSN: 0277-786X
ISSN: 1996-756X (electronic)
ISBN: 9781510633896
ISBN: 9781510633902 (electronic)
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Paper Numbering: Proceedings of SPIE follow an e-First publication model. A unique citation
identifier (CID) number is assigned to each article at the time of publication. Utilization of CIDs
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identifier to all online and print versions of the publication. SPIE uses a seven-digit CID article
numbering system structured as follows:
The first five digits correspond to the SPIE volume number.
The last two digits indicate publication order within the volume using a Base 36 numbering
system employing both numerals and letters. These two-number sets start with 00, 01, 02, 03, 04,
05, 06, 07, 08, 09, 0A, 0B … 0Z, followed by 10-1Z, 20-2Z, etc. The CID Number appears on each
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Terms of Use: https://www.spiedigitallibrary.org/terms-of-useContents
vii Authors
ix Conference Committee
xi Introduction
REMOTE SENSING FOR VEGETATION
11311 02 Multitemporal remote sensing data for classification of food crops plant phase using supervised
random forest [11311-10]
11311 03 Seagrass species composition and above-ground carbon stock mapping in Parang Island
using PlanetScope image [11311-42]
11311 04 Multitemporal analysis of vegetated land cover changes related to tin mining activity in
Bangka Regency using Landsat imagery [11311-30]
GIS FOR SPATIAL MODELING I
11311 05 Personalized safety route recommender application using integrated urban crime hotspot data
[11311-15]
11311 06 The effect of spatial resolution on the performance of cellular automata-based land use
change spatial simulation [11311-40]
CARTOGRAPHY AND GEOVISUALIZATION I
11311 07 Age group influence for effectiveness study of color symbol scheme on choropleth map of
population density in special region of Yogyakarta [11311-8]
11311 08 Visual analytics for railway network in Java Island [11311-24]
REMOTE SENSING OF ATMOSPHERE AND THERMAL
11311 09 Distribution of land surface temperature in Yogyakarta urban area [11311-34]
11311 0A Downscaling land surface temperature on multi-scale image for drought monitoring [11311-6]
iii
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11311 0B MaxEnt (Maximum Entropy) model for predicting prehistoric cave sites in Karst area of Gunung
Sewu, Gunung Kidul, Yogyakarta [11311-3]
11311 0C Improving geoinformation technology by incorporating local participation [11311-43]
11311 0D Coastal water environment suitability studies for green mussel cultivation in Pasaran Island,
Lampung Bay [11311-26]
CARTOGRAPHY AND GEOVISUALIZATION II
11311 0F Density analysis of Flickr data as a proxy to reveal the intensity of tourism activity in Borobudur
[11311-39]
11311 0G GIS application for damaged buildings assessment and shelter distribution analysis after
earthquake and tsunami in Palu 2018 [11311-28]
11311 0H Thematic geo-visualization for social data representation in special region of Yogyakarta
[11311-13]
11311 0I Visualized information value model result of landslide vulnerability in Purworejo [11311-9]
DIGITAL ELEVATION MODEL TECHNOLOGY
11311 0J DTM generation from aerial photo and Worldview-3 images by using different DSM filtering
methods [11311-16]
11311 0K Performance evaluation of different DEMs for topographic correction on LAPAN-A3: preliminary
results [11311-1]
11311 0L Correcting topographic effect on Landsat-8 images: an evaluation of using different DEMs in
Indonesia [11311-41]
UAV AND RS APPLICATION IN SOCIO-ECONOMIC ANALYSIS
11311 0M Mangrove ecosystem data inventory using unmanned aerial vehicles (UAVs) in Yogyakarta
coastal area [11311-14]
11311 0N The role of detail spatial data resulted from unmanned aerial vehicle for tourism area planning
in Karst Area, Gunungkidul [11311-20]
iv
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Terms of Use: https://www.spiedigitallibrary.org/terms-of-useRS AND GIS FOR VEGETATION AND DROUGHT
11311 0O Delineation of groundwater potential zones using remote sensing, GIS, and AHP techniques in
southern region of Banjarnegara, Central Java, Indonesia [11311-23]
11311 0P Performance of various speckle filter methods in modelling forest aboveground biomass using
Sentinel-1 data: case study of Barru Regency, South Sulawesi [11311-38]
11311 0Q Suitable small farm reservoir development planning for drought disaster risk management of
agricultural land using remote sensing and GIS [11311-29]
OBJECT BASED IMAGE ANALYSIS (OBIA) APPLICATION
11311 0R Image segmentation for vegetation types extraction using WorldView-2: a case study in parts
of Dieng Plateau, Central Java [11311-2]
11311 0S Object based classification for land cover mapping using Sentinel-1A in Yogyakarta [11311-12]
RS AND GIS FOR LAND COVER MAPPING
11311 0T The effects of polynomial interpolation and resampling methods in geometric correction on the
land-cover classification accuracy of Landsat-8 OLI imagery: a case study of Kulon Progo
area, Yogyakarta [11311-21]
11311 0U Comparing land-cover maps accuracies generated from multispectral classification of
Landsat-8 OLI dan Pleiades images using two different classification schemes [11311-31]
11311 0V Development of land-cover spatial database using satellite imagery: lesson learned from
southern part of Sumatera [11311-32]
v
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Authors
Numbers in the index correspond to the last two digits of the seven-digit citation identifier (CID) article
numbering system used in Proceedings of SPIE. The first five digits reflect the volume number. Base 36
numbering is employed for the last two digits and indicates the order of articles within the volume.
Numbers start with 00, 01, 02, 03, 04, 05, 06, 07, 08, 09, 0A, 0B...0Z, followed by 10-1Z, 20-2Z, etc.
Adi Nugraha, A. Sediyo, 0A Putra, Doni Prakasa Eka, 0O
'Afifah, Zulfa Nur'aini, 07, 0H, 0I Putri, Ade Febri Sandhini, 0P
Alwi Muttaqin, Luthfi, 0B Putri, Desi A., 0V
Ananda, Irvan N., 0V Putri, Erisa A. W., 0U
Anurogo, Wenang, 0Q Ratnasari, Nila, 0V
Arjasakusuma, Sanjiwana, 0P, 0Q Rofi'i, Achmad, 0F, 0H
Astuti, Ariani Puji, 0D Rokhmana, Catur Aries, 0J
Astuty, Indinna Shofia, 03 Sadali, Mohammad Isnaini, 0N
Atmaja, Rilo Restu Surya, 0O Sartono, Bagus, 02
Aziz, Muhammad Hilmy, 0D Sastra, Ahmad Ridho, 0J
Brajawidagda, Uuf, 0Q Setijadji, Lucas Donny, 0O
Danoedoro, Projo, 04, 0L, 0T, 0U, 0V Setyo Aji, Dwi, 09
Dharmawan, Ridho Dwi, 0G Sinaga, Siti Martha Uly Br, 0R
Dimas, Mousafi, 0D Sudaryatno, Sudaryatno, 07, 0H, 0I
Domiri, Dede Dirgahayu, 02 Sulistyaningrum, Nur A., 0F
El-Yasha, Shafiera Rosa, 0H Susanta, Febrian Fitryanik, 08
Estigade, Andiyanti Putri, 0D Susilo, Bowo, 06, 0B
Fajar Dewi, Adistina Lailia, 0S Tassri, Ningsih, 04
Farda, Nur Mohammad, 0G, 0U Triscowati, Dwi Wahyu, 02
Firdaus, Muhammad Rizki, 0I Umarhadi, Deha Agus, 0G, 0L
Giri Ananto, Wahyu Hendardi, 0P Umela, Assyria F., 0V
Gunawan, Totok, 0A Walinono, T., 0M
Hadi, Haeydar Anggara, 0P Wibowo, Sandy Budi, 0C
Handayani, Warsini, 0N Wibowo, Totok Wahyu, 0F, 0H, 0I
Hanum, Difa Nisrina, 0P Wicaksono, Arief, 0D, 0M
Isnaen, Z., 0M Wicaksono, Pramaditya, 03, 0D
Jatmiko, Retnadi Heru, 0S Widayani, Prima, 04, 0I
Kamal, Muhammad, 0A, 0R Widyatmanti, Wirastuti, 0D
Khakhim, N., 0M Wijayanto, Arie Wahyu, 02, 05
Kurnia, Anang, 02 Wiryawan, Bayu Kurnia Puji, 0P
Kusumawardhani, Pasya Karunia, 0I Wulandari, Yuniarsita S., 0V
Lazuardi, Wahyu, 0D, 0M Zayyanul Afwani, Muhammad, 0T
Lubis, Muhammad Zainuddin, 0Q Zylshal, Zylshal, 0K
Maitela, Tika, 0D
Marfai, Muh A., 0M
Meikasari, Awit Dini, 0I
Mufida, Mir'atul Khusna, 0Q
B. S. Murti, Sigit Heru, 0B
N. F., Zealandia Sarah, 0G
N. K., Alfiatun, 09
Nadia, Dea, 0D
Nurani, Idea Wening, 0C
Nurteisa, Yudhistira Tri, 0N
Pamungkas, Daniel Sutopo, 0Q
Pindarwati, Atut, 05
Prabaswara, Rifqi Rizaldy, 0P
Pramono, Bayu Aji Sidiq, 0I
Prihantarto, Wikan Jaya, 0Q
Puteri, Sry Handini, 0G
vii
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Conference Committee
Conference Chairs
Projo Danoedoro, Universitas Gadjah Mada (Indonesia)
Steering Committee
Josaphat T. Sumantyo, Chiba University (Japan)
Stuart R. Phinn, The University of Queensland (Australia)
Franck Lavigne, Université Paris 1 Panthéon-Sorbonne (France)
Philippe Mourot, GEOID (New Zealand)
Totok Gunawan, Universitas Gadjah Mada (Indonesia)
Hartono, Indonesian Geographers Society (Indonesia)
Muh Aris Marfai, Universitas Gadjah Mada (Indonesia)
R. Suharyadi, Universitas Gadjah Mada (Indonesia)
Sigit H. Murti B.S, Universitas Gadjah Mada (Indonesia)
Retnadi H. Jatmiko, PUSPICS (Indonesia)
Nurul Khakhim, Universitas Gadjah Mada (Indonesia)
Taufik Hery Purwanto, Universitas Gadjah Mada (Indonesia)
Muhammad Kamal, Universitas Gadjah Mada (Indonesia)
Nur M. Farda, Universitas Gadjah Mada (Indonesia)
Program Committee
Prima Widayani, Universitas Gadjah Mada (Indonesia)
Pramaditya Wicaksono, Universitas Gadjah Mada (Indonesia)
Ibnu Rosyadi, Universitas Gadjah Mada (Indonesia)
Sandy Budi Wibowo, Universitas Gadjah Mada (Indonesia)
Totok Wahyu Wibowo, Universitas Gadjah Mada (Indonesia)
Session Chairs
1 Remote Sensing for Vegetation
Kasturi D. Kanniah, Universiti Teknologi Malaysia (Malaysia)
2 GIS for Spatial Modelling I
Sandy Budi Wibowo, Universitas Gadjah Mada (Indonesia)
3 Cartography and Geovisualization I
Totok W. Wibowo, Universitas Gadjah Mada (Indonesia)
4 Remote Sensing of Atmosphere and Thermal
Hasti Widyasamratri, Universitas Islam Sultan Agung (Indonesia)
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Terms of Use: https://www.spiedigitallibrary.org/terms-of-use5 GIS for Spatial Modelling II
Bowo Susilo, Universitas Gadjah Mada (Indonesia)
6 Cartography and Geovisualization Day II
Candra S.D. Kartika, Universitas Gadjah Mada (Indonesia)
7 Digital Elevation Model Technology
Yasushi Yamaguchi, Nagoya University (Japan)
8 UAV and RS application in socio-economic analysis
Zylshal, National Institute of Aeronautics and Space (Indonesia)
9 RS and GIS for Vegetation and Drought
Devara Prawira, World Resources Institute (Indonesia)
10 Object Based lmage Analysis (OBIA) Application
Iswari N. Hidayati, Universitas Gadjah Mada (Indonesia)
11 RS and GIS for Land Cover Mapping
Pramaditya Wicaksono, Universitas Gadjah Mada (Indonesia)
x
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This volume contains proceedings from the Sixth Geoinformation Science Symposium
and is the sixth proceedings volume of similar events held since 2009. However, for
the first time, it has been organized and published through SPIE. The symposium was a
collaboration between the Department of Geographic Information Science, Faculty
of Geography, UGM and the Indonesian Geographers Association (IGI). The theme
of the symposium was Shifting Paradigms in Geospatial Data Management, and it
was held over two days from 26 to 27 August 2019 in Yogyakarta. Fields covered
included: fields of remote sensing, GIS, cartography, and other related geospatial
fields.
The main purpose of the symposium is to hold a scientific event in the field of GISc
that can bring together experts from various countries with researchers from within
Indonesia, as well as to increase scientific exposure for the publication of students,
lecturers, and researchers in Indonesia internationally. Therefore, we worked with SPIE
to publish papers from this event, which will be indexed by Scopus.
These proceedings include papers that have been selected through a careful review
process, were presented and discussed in parallel sessions or poster presentations,
and then were reviewed by members of the Review Committee, returned to the
authors for revision when applicable, and then re-submitted and reviewed according
to SPIE standards. The total time needed from the initial submission of abstracts to
publication was approximately six months.
As I mentioned previously, this symposium is the sixth routine event, which was first
organized in 2009 and is held bi-annually. From 2009 to 2015, the events were held in
Bahasa, Indonesia, and included only invited speakers from Indonesia. It was not
until 2017, or the Fifth Symposium, that this event was held in English and we invited
speakers and participants from abroad. The Fifth Symposium was held following the
event of the Second ICOIRS (International Conference of Indonesian Remote Sensing
Society) in the previous year (2016). Thus, since 2016, the Department of
Geographical Information Science at the UGM Faculty of Geography has held
events at the international level three times.
In this scientific event, 83 abstracts were received and after a careful review, we
selected 36 papers to be presented. All of them have been presented in parallel
sessions on the first and second days, and 29 papers are included in this proceedings
volume.
I also have to mention that there were seven keynote speakers on this occasion: Prof.
Yasushi Yamaguchi (Nagoya University, Japan), Prof. Kasturi D Kaniah (UTM,
Malaysia), Dr. Yves Laumonier (CIFOR), Dr. Antonius Wijanarto (Deputy for Thematic
Geospatial Information, BIG), Ms Hidayah Hamzah, M.Sc. (WRI - Indonesia), Mr.
Yasushi Onda (Google Earth Engine), and Mr. Hafidh Alfian Affandi (ESRI - Indonesia).
xi
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Terms of Use: https://www.spiedigitallibrary.org/terms-of-useI would like to thank the Dean of the Faculty of Geography, Prof. Muh Aris Marfai,
who has fully supported this conference, to BPP UGM who provided financial support,
to the Chair and Secretary of the Department of Geographic Information Science,
Dr. Muhammad Kamal, and to Dr. Pramaditya Wicaksono who provided total
support to all of us. I would also like to thank the editorial team, steering committee,
program committee, and session chairs who have worked hard to run this
symposium.
I personally thank the committee secretary, Dr. Sanjiwana Arjasakusuma, the real
coordinator for this event, Ms. Candra Sari Kartika Djati, Dr. Sandy Budi Wibowo, Dr.
Prima Widayani, as well as all GISc Department lecturers who have supported us in
the technical preparation of the symposium event. I apologize that while preparing
for this event and during the days of the symposium there were still many
shortcomings.
Dr. Projo Danoedoro
xii
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